aws-samples / awsome-distributed-trainingLinks
Collection of best practices, reference architectures, model training examples and utilities to train large models on AWS.
☆300Updated this week
Alternatives and similar repositories for awsome-distributed-training
Users that are interested in awsome-distributed-training are comparing it to the libraries listed below
Sorting:
- ☆102Updated this week
- ☆47Updated last month
- Foundation model benchmarking tool. Run any model on any AWS platform and benchmark for performance across instance type and serving stac…☆241Updated last month
- Example code for AWS Neuron SDK developers building inference and training applications☆146Updated this week
- This Guidance demonstrates how to deploy a machine learning inference architecture on Amazon Elastic Kubernetes Service (Amazon EKS). It …☆43Updated last week
- Foundation Model Evaluations Library☆253Updated last month
- Hands-on workshop for distributed training and hosting on SageMaker☆139Updated last week
- Create, List, Update, Delete Amazon EKS clusters. Deploy and manage software on EKS. Run distributed model training and inference example…☆59Updated last week
- A high-throughput and memory-efficient inference and serving engine for LLMs☆16Updated last week
- ☆90Updated this week
- Create an Amazon EKS cluster and run a distributed training example☆28Updated 9 months ago
- A helper library to connect into Amazon SageMaker with AWS Systems Manager and SSH (Secure Shell)☆246Updated 3 months ago
- A CLI tool that helps manage training jobs on the SageMaker HyperPod clusters orchestrated by Amazon EKS☆21Updated last week
- EFA/NCCL base AMI build Packer and CodeBuild/Pipeline files. Also base Docker build files to enable EFA/NCCL in containers☆43Updated last year
- ☆108Updated 4 months ago
- This repository aims to showcase how to finetune a FM model in Amazon EKS cluster using, JupyterHub to provision notebooks and craft both…☆45Updated 3 weeks ago
- ☆57Updated 2 weeks ago
- ☆17Updated last year
- A generative AI-powered framework for testing virtual agents.☆239Updated 2 months ago
- MLOps on Amazon EKS☆87Updated this week
- Easy, fast and very cheap training and inference on AWS Trainium and Inferentia chips.☆227Updated last week
- ☆51Updated last month
- ☆11Updated 2 weeks ago
- Secure and scalable MLOps platform on AWS using Terraform.☆41Updated 2 months ago
- Repository for training and deploying Generative AI models, including text-text, text-to-image generation and prompt engineering playgrou…☆146Updated this week
- ☆24Updated this week
- Some crazy experiments☆34Updated 3 months ago
- ☆51Updated last month
- Mistral on AWS examples for Bedrock & SageMaker☆70Updated this week
- A curated list of references for Amazon SageMaker☆169Updated last year